Jan Deleeuw & Erik Meijer 
Handbook of Multilevel Analysis [PDF ebook] 

Supporto

Multilevel analysis is the statistical analysis of hierarchically and non-hierarchically nested data. The simplest example is clustered data, such as a sample of students clustered within schools. Multilevel data are especially prevalent in the social and behavioral sciences and in the bio-medical sciences. The models used for this type of data are linear and nonlinear regression models that account for observed and unobserved heterogeneity at the various levels in the data.

This book presents the state of the art in multilevel analysis, with an emphasis on more advanced topics. These topics are discussed conceptually, analyzed mathematically, and illustrated by empirical examples. The authors of the chapters are the leading experts in the field.

Given the omnipresence of multilevel data in the social, behavioral, and biomedical sciences, this book is useful for empirical researchers in these fields. Prior knowledge of multilevel analysis is not required, but a basic knowledge of regression analysis, (asymptotic) statistics, and matrix algebra is assumed.

€106.99
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Tabella dei contenuti

to Multilevel Analysis.- Bayesian Multilevel Analysis and MCMC.- Diagnostic Checks for Multilevel Models.- Optimal Designs for Multilevel Studies.- Many Small Groups.- Multilevel Models for Ordinal and Nominal Variables.- Multilevel and Related Models for Longitudinal Data.- Non-Hierarchical Multilevel Models.- Multilevel Generalized Linear Models.- Missing Data.- Resampling Multilevel Models.- Multilevel Structural Equation Modeling.

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Lingua Inglese ● Formato PDF ● Pagine 494 ● ISBN 9780387731865 ● Dimensione 3.9 MB ● Editore Jan Deleeuw & Erik Meijer ● Casa editrice Springer New York ● Città NY ● Paese US ● Pubblicato 2007 ● Scaricabile 24 mesi ● Moneta EUR ● ID 2145783 ● Protezione dalla copia DRM sociale

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